{"id":127990,"date":"2025-12-11T11:47:45","date_gmt":"2025-12-11T02:47:45","guid":{"rendered":"https:\/\/www.kotora.jp/c\/?p=127990"},"modified":"2025-12-12T11:00:36","modified_gmt":"2025-12-12T02:00:36","slug":"kotora_contents_20251211_dx","status":"publish","type":"post","link":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/","title":{"rendered":"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011"},"content":{"rendered":"\n<p>\u73fe\u5728\u3001\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308b\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff08DX\uff09\u306f\u91cd\u8981\u306a\u8ee2\u63db\u70b9\u3092\u8fce\u3048\u3066\u3044\u307e\u3059\u30022023\u5e74\u304b\u30892024\u5e74\u306b\u304b\u3051\u3066\u591a\u304f\u306e\u91d1\u878d\u6a5f\u95a2\u304c\u300c\u751f\u6210AI\u306e\u53ef\u80fd\u6027\u3092\u63a2\u308b\u300d\u6982\u5ff5\u5b9f\u8a3c\uff08PoC\uff09\u3092\u5b9f\u65bd\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u73fe\u5728\u306f\u300cPoC\u304b\u3089\u5b9f\u52d9\u5b9f\u88c5\u3078\u306e\u79fb\u884c\u671f\u300d\u3000\u306b\u5dee\u3057\u639b\u304b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u9023\u8f09\u300c\u91d1\u878d\u2715\u751f\u6210AI \u5b9f\u88c5\u6700\u524d\u7dda\u3068\u30ad\u30e3\u30ea\u30a2\u306e\u672a\u6765\u5730\u56f3\u300d\u3067\u306f\u3001\u3053\u306e\u6fc0\u5909\u3059\u308b\u91d1\u878d\u696d\u754c\u306e\u73fe\u5728\u5730\u3068\u672a\u6765\u3092\u3001\u51685\u56de\u306b\u308f\u305f\u308a\u591a\u89d2\u7684\u306a\u8996\u70b9\u3067\u89e3\u304d\u660e\u304b\u3057\u307e\u3059\u3002 \u4eca\u56de\u306e<strong>\u300c\u7dcf\u8ad6\u300d<\/strong>\u3092\u76ae\u5207\u308a\u306b\u3001\u7b2c2\u56de\u4ee5\u964d\u306f<strong>\u300c\u4f01\u753b\u30fbDX\u300d\u300c\u6cd5\u4eba\u30fb\u30ea\u30c6\u30fc\u30eb\u55b6\u696d\u300d\u300c\u30ea\u30b9\u30af\u7ba1\u7406\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u300d\u300c\u65b0\u898f\u4e8b\u696d\u30fbBaaS\u300d<\/strong>\u306e4\u3064\u306e\u8077\u7a2e\u30fb\u9818\u57df\u306b\u30d5\u30a9\u30fc\u30ab\u30b9\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u73fe\u5834\u3067\u8d77\u304d\u3066\u3044\u308b\u5177\u4f53\u7684\u306a\u696d\u52d9\u5909\u9769\u3068\u3001\u305d\u3053\u3067\u6c42\u3081\u3089\u308c\u308b\u4eba\u6750\u50cf\u3092\u6df1\u6398\u308a\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u91d1\u878d\u696d\u754c\u3067\u9032\u5c55\u3059\u308bAI\u5b9f\u88c5\u306e\u73fe\u5834\u3068\u3001\u305d\u3053\u3067\u6c42\u3081\u3089\u308c\u308b\u65b0\u305f\u306a\u30ad\u30e3\u30ea\u30a2\u306e\u5f62\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u696d\u754c\u5168\u4f53\u3092\u4fef\u77b0\u3059\u308b\u8996\u70b9\u3068\u3057\u3066\u3001\u5927\u624b\u91d1\u878d\u6a5f\u95a2\u306e\u5b9f\u969b\u306e\u53d6\u308a\u7d44\u307f\u72b6\u6cc1\u3001AI\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u6f6e\u6d41\u3001\u305d\u3057\u3066\u300c\u91d1\u878d\u5c02\u9580\u6027\u300d\u3068\u300cAI\u6d3b\u7528\u529b\u300d\u3092\u639b\u3051\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u5e02\u5834\u4fa1\u5024\u3092\u6700\u5927\u5316\u3055\u305b\u308b\u30ad\u30e3\u30ea\u30a2\u6226\u7565\u306b\u3064\u3044\u3066\u8a73\u8ff0\u3057\u307e\u3059\u3002<\/p>\n\n\n<div class=\"smb-contents-outline wp-block-snow-monkey-blocks-contents-outline\">\n\t\n<div\n\tclass=\"wpco-wrapper \"\n\taria-hidden=\"true\"\n\tid=\"\"\n\tdata-wpco-post-class=\".post-127990\"\n\tdata-wpco-selector=\".c-entry__content,.c-entry__content .wp-block-group,.c-entry__content .wp-block-group__inner-container\"\n\tdata-wpco-headings=\"h2,h3,h4\"\n\tdata-wpco-move=\"true\"\n\tdata-wpco-move-to=\".c-entry__content\"\n\t>\n\t\n\t<div class=\"wpco\">\n\t\t\t\t\t<h2 class=\"wpco__title\">\u76ee\u6b21<\/h2>\n\t\t\n\t\t<div class=\"contents-outline\"><\/div>\n\t<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-snow-monkey-blocks-buttons smb-buttons has-text-align-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-snow-monkey-blocks-btn smb-btn-wrapper smb-btn-wrapper--more-wider BtnShadow is-style-default\"><a class=\"smb-btn smb-btn--more-wider\" href=\"https:\/\/www.kotora.jp\/service\/tenshoku_entry.php?utm_campaign=kotora_contents_20251211_dx\" style=\"--smb-btn--background-color:#00aabe;--smb-btn--border-radius:0px\" target=\"_blank\" rel=\"noopener noreferrer\"><span class=\"smb-btn__label\"><strong>\u30ad\u30e3\u30ea\u30a2\u9762\u8ac7\uff08\u7121\u6599\uff09\u306f\u3053\u3061\u3089\u304b\u3089<\/strong><span style=\"font-size: 12px; display: block; margin-top: 4px;\" class=\"sme-font-size has-sm-xs-font-size\"><\/span><span style=\"font-size: 12px; color: currentcolor; white-space: pre-wrap; letter-spacing: 0.05rem;\">\u696d\u754c\u51fa\u8eab\u306e\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u5185\u5b9a\u307e\u3067\u5168\u3066\u7121\u6599\u3067\u4f34\u8d70\u3044\u305f\u3057\u307e\u3059\u3002<\/span><\/span><\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. 2025\u5e74\u306e\u73fe\u5728\u5730\uff1aPoC\u304b\u3089\u5b9f\u88c5\u3078\u306e\u79fb\u884c\u671f<\/strong><\/h2>\n\n\n\n<p>\u65e5\u672c\u9280\u884c\u304c2025\u5e749\u6708\u306b\u516c\u8868\u3057\u305f\u8abf\u67fb\u300c\u91d1\u878d\u6a5f\u95a2\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u5229\u7528\u72b6\u6cc1\u3068\u30ea\u30b9\u30af\u7ba1\u7406\u300d\u306b\u3088\u308c\u3070\u3001\u91d1\u878d\u6a5f\u95a2\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u6d3b\u7528\u306f\u6025\u901f\u306b\u9032\u5c55\u3057\u3066\u304a\u308a\u3001\u65e2\u306b\u56de\u7b54\u6a5f\u95a2\u306e\u7d045\u5272\u304c\u751f\u6210AI\u3092\u300c\u5229\u7528\u4e2d\u300d\u3067\u3042\u308b\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002\u8a66\u884c\u4e2d\u306e\u6a5f\u95a2\u3092\u542b\u3081\u308b\u30687\u5272\u5f37\u3001\u5c06\u6765\u7684\u306a\u691c\u8a0e\u5148\u3092\u542b\u3081\u308b\u30689\u5272\u5f37\u306b\u9054\u3057\u3001\u696d\u754c\u5168\u4f53\u3067\u5c0e\u5165\u610f\u6b32\u304c\u975e\u5e38\u306b\u9ad8\u3044\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7d04\u534a\u6570\u306e\u91d1\u878d\u6a5f\u95a2\u304c\u751f\u6210AI\u3092\u672c\u683c\u5229\u7528\u4e2d<\/li>\n\n\n\n<li>\u7d043\u5272\u304c\u4f9d\u7136\u3068\u3057\u3066PoC\u6bb5\u968e\u306b\u3042\u308a\u3001\u5b9f\u88c5\u3078\u306e\u79fb\u884c\u9014\u4e2d<\/li>\n\n\n\n<li>2024\u5e74\u5ea6\u3068\u6bd4\u8f03\u3057\u3066\u5229\u7528\u4e2d\u306e\u6a5f\u95a2\u306f\u5927\u5e45\u5897\u52a0<\/li>\n\n\n\n<li>\u300c\u691c\u8a0e\u306a\u3057\u300d\u306f\u5927\u5e45\u6e1b\u5c11\u3057\u3001\u696d\u754c\u5168\u4f53\u3067\u524d\u5411\u304d\u306a\u59ff\u52e2<\/li>\n<\/ul>\n\n\n\n<p><strong>\u73fe\u5728\u306e\u91d1\u878d\u696d\u754c\u306f\u300cPoC\u304b\u3089\u5b9f\u52d9\u5b9f\u88c5\u3078\u306e\u79fb\u884c\u671f\u300d\u306b\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u751f\u6210AI\u6d3b\u7528\u306e\u30b9\u30c6\u30fc\u30b8\u5909\u5316<\/strong><\/h3>\n\n\n\n<p><strong>\u30d5\u30a7\u30fc\u30ba1\uff082023\u5e74\uff5e2024\u5e74\uff09\uff1a\u6982\u5ff5\u5b9f\u8a3c\uff08PoC\uff09\u671f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5c0e\u5165<\/li>\n\n\n\n<li>\u8b70\u4e8b\u9332\u4f5c\u6210\u306e\u81ea\u52d5\u5316<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c9\u751f\u6210\u306e\u88dc\u52a9<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u7cbe\u5ea6\u306e\u8ab2\u984c\u3092\u6d17\u3044\u51fa\u3057<\/li>\n<\/ul>\n\n\n\n<p><strong>\u30d5\u30a7\u30fc\u30ba2\uff082025\u5e74\u73fe\u5728\uff09\uff1a\u79fb\u884c\u671f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>PoC\u304b\u3089\u672c\u683c\u5b9f\u88c5\u3078\u306e\u79fb\u884c\u304c\u9032\u884c\u4e2d<\/li>\n\n\n\n<li>\u7d04\u534a\u6570\u304c\u5b9f\u52d9\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3092\u958b\u59cb<\/li>\n\n\n\n<li>\u878d\u8cc7\u7a1f\u8b70\u306e\u4e00\u6b21\u6848\u4f5c\u6210\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30c1\u30a7\u30c3\u30af\u652f\u63f4\u3001\u9867\u5ba2\u5bfe\u5fdc\u306e\u9ad8\u5ea6\u5316\u306a\u3069<\/li>\n\n\n\n<li>\u30ea\u30b9\u30af\u7ba1\u7406\u4f53\u5236\u306e\u6574\u5099\u304c\u4e26\u884c\u3057\u3066\u9032\u884c<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-right\"><strong><span style=\"font-size: 19px\" class=\"sme-font-size\"><a href=\"https:\/\/www.kotora.jp\/service\/tenshoku_entry.php?utm_campaign=kotora_contents_20251211_dx\">\uff1e\u30b3\u30c8\u30e9\u306b\u76f8\u8ac7\u3059\u308b\u3010\u7121\u6599\u3011<\/a><\/span><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2. \u6280\u8853\u30c8\u30ec\u30f3\u30c9\uff1aRAG\u306e\u666e\u53ca\u3068\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u306e\u767b\u5834<\/strong><\/h2>\n\n\n\n<p>\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3051\u308b\u751f\u6210AI\u6d3b\u7528\u306f\u3001\u5358\u7d14\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u67a0\u3092\u8d85\u3048\u3066\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u73fe\u5728\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u306f\u3001\u4fe1\u983c\u6027\u3092\u62c5\u4fdd\u3059\u308b\u300cRAG\u300d\u3068\u3001\u81ea\u5f8b\u7684\u306a\u30bf\u30b9\u30af\u9042\u884c\u3092\u884c\u3046\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u306e2\u8ef8\u3067\u52d5\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306e\u666e\u53ca<\/strong><\/h3>\n\n\n\n<p><strong>RAG\u3068\u306f\uff1a<\/strong><strong><br><\/strong> \u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u6587\u66f8\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u57fa\u306b\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u6280\u8853\u3067\u3059\u3002\u300c\u5f53\u884c\u306e\u898f\u5b9a\u3067\u306f\u3069\u3046\u306a\u3063\u3066\u3044\u308b\uff1f\u300d\u3068\u3044\u3063\u305f\u8cea\u554f\u306b\u5bfe\u3057\u3001\u6b63\u78ba\u306a\u30bd\u30fc\u30b9\u4ed8\u304d\u3067\u56de\u7b54\u3059\u308b\u3053\u3068\u3067\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u8aa4\u60c5\u5831\u751f\u6210\uff09\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>RAG\u306f2025\u5e74\u306b\u5165\u3063\u3066\u304b\u3089\u672c\u683c\u7684\u306b\u666e\u53ca\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u91d1\u878d\u6a5f\u95a2\u306e\u6a19\u6e96\u7684\u306a\u6280\u8853\u57fa\u76e4\u3068\u3057\u3066\u5b9a\u7740\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u306b\u3088\u308b\u5b9f\u52d9\u4ee3\u884c\u306e\u53ef\u80fd\u6027<\/strong><\/h3>\n\n\n\n<p><strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306f\uff1a<\/strong><strong><br><\/strong> LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u304c\u300c\u8133\u300d\u3068\u306a\u308a\u3001\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3084\u30c4\u30fc\u30eb\u3092\u81ea\u5f8b\u7684\u306b\u64cd\u4f5c\u3057\u3066\u30bf\u30b9\u30af\u3092\u5b8c\u9042\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u5358\u306a\u308b\u300c\u8cea\u554f\u5fdc\u7b54\u300d\u304b\u3089\u300c\u5b9f\u884c\u300d\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5f93\u6765\u578b\uff08\uff5e2024\u5e74\uff09\uff1a<\/strong><strong><br><\/strong> \u4eba\u9593\u304cAI\u306b\u300cA\u793e\u306e\u8ca1\u52d9\u72b6\u6cc1\u3092\u307e\u3068\u3081\u3066\u300d\u3068\u6307\u793a \u2192 AI\u304c\u8981\u7d04\u3092\u751f\u6210 \u2192 \u4eba\u9593\u304c\u7a1f\u8b70\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u529b<\/p>\n\n\n\n<p><strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff08\u4eca\u5f8c\u306e\u5c55\u958b\uff09\uff1a<\/strong><strong><br><\/strong> AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u300cA\u793e\u306e\u8ca1\u52d9\u30c7\u30fc\u30bf\u53d6\u5f97\u300d\u2192\u300c\u30ea\u30b9\u30af\u5206\u6790\u300d\u2192\u300c\u898f\u5b9a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3078\u306e\u8ee2\u8a18\u300d\u2192\u300c\u30c9\u30e9\u30d5\u30c8\u7248\u7a1f\u8b70\u66f8\u4f5c\u6210\u300d\u307e\u3067\u81ea\u52d5\u5b9f\u884c \u2192 \u4eba\u9593\u306f\u6700\u7d42\u78ba\u8a8d\u3068\u627f\u8a8d\u306e\u307f<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Human-in-the-loop\uff08\u4eba\u9593\u53c2\u52a0\u578b\uff09\u306e\u91cd\u8981\u6027<\/strong><\/h3>\n\n\n\n<p>AI\u304c\u300c\u884c\u52d5\u300d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u304b\u3089\u3053\u305d\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u306f\u3088\u308a\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u52dd\u624b\u306b\u9001\u91d1\u3084\u5916\u90e8\u9001\u4fe1\u3092\u884c\u308f\u306a\u3044\u3088\u3046\u3001\u30d7\u30ed\u30bb\u30b9\u306e\u8981\u6240\uff08\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\uff09\u306b\u5fc5\u305a\u4eba\u9593\u306e\u627f\u8a8d\u3092\u631f\u3080\u300cHuman-in-the-loop\u300d\u306e\u8a2d\u8a08\u304c\u53b3\u683c\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u5728\u306e\u63a1\u7528\u5e02\u5834\u3067\u306f\u3001\u5358\u306bAI\u30e2\u30c7\u30eb\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u300cAI\u306b\u3069\u3053\u307e\u3067\u81ea\u5f8b\u3055\u305b\u3001\u3069\u3053\u3067\u4eba\u9593\u304c\u4ecb\u5165\u3059\u308b\u304b\u300d\u3068\u3044\u3046\u696d\u52d9\u30d5\u30ed\u30fc\u5168\u4f53\u3092\u8a2d\u8a08\u3067\u304d\u308b\u4eba\u6750\u304c\u3001\u6975\u3081\u3066\u9ad8\u3044\u8a55\u4fa1\u3092\u5f97\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"has-text-align-right\"><strong><span style=\"font-size: 19px\" class=\"sme-font-size\"><a href=\"https:\/\/www.kotora.jp\/service\/tenshoku_entry.php?utm_campaign=kotora_contents_20251211_dx\">\uff1e\u30b3\u30c8\u30e9\u306b\u76f8\u8ac7\u3059\u308b\u3010\u7121\u6599\u3011<\/a><\/span><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3. \u30ad\u30e3\u30ea\u30a2\u6226\u7565\uff1a\u300c\u91d1\u878d\u5c02\u9580\u6027\u300d\u00d7\u300cAI\u6d3b\u7528\u529b\u300d\u3067\u52dd\u3064<\/strong><\/h2>\n\n\n\n<p>\u300cAI\u306b\u3088\u3063\u3066\u9280\u884c\u54e1\u306e\u4ed5\u4e8b\u304c\u306a\u304f\u306a\u308b\u300d\u3068\u3044\u3046\u8b70\u8ad6\u306f\u3001\u3082\u306f\u3084\u9069\u5207\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6b63\u78ba\u306b\u306f\u3001<strong>\u300cAI\u3092\u4f7f\u3044\u3053\u306a\u3059\u91d1\u878d\u30d1\u30fc\u30bd\u30f3\u304c\u3001\u305d\u3046\u3067\u306a\u3044\u91d1\u878d\u30d1\u30fc\u30bd\u30f3\u3092\u4ee3\u66ff\u3059\u308b\u300d\u6642\u4ee3\u304c\u5230\u6765\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u3067\u306f\u3001\u73fe\u5728\u306e\u8ee2\u8077\u5e02\u5834\u306b\u304a\u3044\u3066\u3001\u3069\u306e\u3088\u3046\u306a\u4eba\u6750\u304c\u9ad8\u3044\u5e02\u5834\u4fa1\u5024\uff08\u9ad8\u5e74\u53ce\u30fb\u597d\u5f85\u9047\uff09\u3092\u7372\u5f97\u3057\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5e02\u5834\u4fa1\u5024\u3092\u6c7a\u5b9a\u3065\u3051\u308b\u300c3\u3064\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u300d<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. \u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\uff08Deep Domain Knowledge\uff09<\/strong><\/h4>\n\n\n\n<p>AI\u306f\u6c4e\u7528\u7684\u306a\u77e5\u8b58\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u300c\u6587\u8108\u300d\u3092\u7406\u89e3\u3059\u308b\u306e\u306f\u4eba\u9593\u3067\u3059\u3002M&amp;A\u3001\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\u30c9\u30d5\u30a1\u30a4\u30ca\u30f3\u30b9\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u306a\u3069\u3001\u7279\u5b9a\u9818\u57df\u306b\u304a\u3051\u308b\u6df1\u3044\u77e5\u8b58\u3068\u7d4c\u9a13\u3053\u305d\u304c\u3001AI\u3078\u306e\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u306e\u8cea\u3092\u9ad8\u3081\u307e\u3059\u3002\u300c\u4f55\u304c\u6b63\u89e3\u304b\u300d\u3092\u77e5\u3063\u3066\u3044\u308b\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3067\u306a\u3051\u308c\u3070\u3001AI\u306e\u51fa\u529b\u7d50\u679c\u3092\u8a55\u4fa1\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. AI\u30ea\u30c6\u30e9\u30b7\u30fc\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/strong><\/h4>\n\n\n\n<p>\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3042\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u4ee5\u4e0b\u306e\u7406\u89e3\u306f\u5fc5\u9808\u3067\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210AI\u304c\u5f97\u610f\u306a\u3053\u3068\u3001\u82e6\u624b\u306a\u3053\u3068\u306e\u5883\u754c\u7dda\u3092\u7406\u89e3\u3057\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u696d\u52d9\u8981\u4ef6\u3092AI\u304c\u7406\u89e3\u3067\u304d\u308b\u8a00\u8a9e\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u306b\u5909\u63db\u3067\u304d\u308b<\/li>\n\n\n\n<li>RAG\u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3068\u5bfe\u7b49\u306b\u4f1a\u8a71\u304c\u3067\u304d\u308b<\/li>\n\n\n\n<li>AI\u306e\u51fa\u529b\u3092\u6279\u5224\u7684\u306b\u8a55\u4fa1\u3057\u3001\u9069\u5207\u306b\u4fee\u6b63\u3067\u304d\u308b<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. \u5909\u5316\u5bfe\u5fdc\u529b\u3068\u8ab2\u984c\u8a2d\u5b9a\u529b<\/strong><\/h4>\n\n\n\n<p>AI\u5c0e\u5165\u306f\u624b\u6bb5\u306b\u904e\u304e\u307e\u305b\u3093\u3002\u300c\u3069\u306e\u696d\u52d9\u306bAI\u3092\u9069\u7528\u3059\u308c\u3070\u3001\u6700\u5927\u306eROI\uff08\u6295\u8cc7\u5bfe\u52b9\u679c\uff09\u304c\u5f97\u3089\u308c\u308b\u304b\u300d\u3068\u3044\u3046\u8ab2\u984c\u8a2d\u5b9a\u304c\u3067\u304d\u308b\u80fd\u529b\u304c\u91cd\u8981\u3067\u3059\u3002\u5b9a\u578b\u696d\u52d9\u306b\u56fa\u57f7\u305b\u305a\u3001\u81ea\u3089\u306e\u696d\u52d9\u3092\u518d\u5b9a\u7fa9\u3057\u7d9a\u3051\u308b\u67d4\u8edf\u6027\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u30ad\u30e3\u30ea\u30a2\u306e\u639b\u3051\u5408\u308f\u305b\u4e8b\u4f8b<\/strong><\/h3>\n\n\n\n<p><strong>\u6cd5\u4eba\u55b6\u696d \u00d7 AI\u6d3b\u7528\uff1a<\/strong><strong><br><\/strong> \u9867\u5ba2\u306e\u958b\u793a\u8cc7\u6599\u3084\u696d\u754c\u30cb\u30e5\u30fc\u30b9\u3092AI\u3067\u77ac\u6642\u306b\u5206\u6790\u3057\u3001\u4eee\u8aac\u69cb\u7bc9\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3002\u6d6e\u3044\u305f\u6642\u9593\u3067\u5bfe\u9762\u3067\u306e\u6df1\u3044\u5bfe\u8a71\u3084\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u69cb\u7bc9\u306b\u6ce8\u529b\u3059\u308b\u300c\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30fb\u30d0\u30f3\u30ab\u30fc\u300d\u3068\u3057\u3066\u6d3b\u8e8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9 \u00d7 AI\u6d3b\u7528\uff1a<\/strong><strong><br><\/strong> \u81a8\u5927\u306a\u30a2\u30e9\u30fc\u30c8\u51e6\u7406\u3092AI\u306b\u4e00\u6b21\u9078\u5225\u3055\u305b\u3001\u81ea\u8eab\u306f\u9ad8\u5ea6\u306a\u5224\u65ad\u304c\u5fc5\u8981\u306a\u300c\u30b0\u30ec\u30fc\u30be\u30fc\u30f3\u300d\u306e\u4e8b\u6848\u306b\u7279\u5316\u3002\u898f\u5236\u5f53\u5c40\u3068\u306e\u6298\u885d\u3084\u65b0\u305f\u306a\u898f\u5236\u3078\u306e\u5bfe\u5fdc\u65b9\u91dd\u7b56\u5b9a\u306b\u5c02\u5ff5\u3059\u308b\u300c\u30ea\u30b9\u30af\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u300d\u3078\u306e\u9053\u304c\u958b\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9 \u00d7 AI\u6d3b\u7528\uff1a<\/strong><strong><br><\/strong> \u4e8b\u52d9\u30d7\u30ed\u30bb\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3001AI\u30c4\u30fc\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u696d\u52d9\u30d5\u30ed\u30fc\u5168\u4f53\u3092\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u3059\u308b\u300cBPR\uff08\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u30fb\u30ea\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff09\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u300d\u3068\u3057\u3066\u7d44\u7e54\u6a2a\u65ad\u7684\u306b\u4fa1\u5024\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>DX\u30fb\u4f01\u753b \u00d7 AI\u6d3b\u7528\uff1a<\/strong><strong><br><\/strong> AI\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u3092\u7406\u89e3\u3057\u3001\u81ea\u793e\u696d\u52d9\u3078\u306e\u9069\u7528\u53ef\u80fd\u6027\u3092\u8a55\u4fa1\u3002PoC\u304b\u3089\u5b9f\u88c5\u307e\u3067\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u62c5\u5f53\u3057\u3001\u7d4c\u55b6\u5c64\u3068IT\u90e8\u9580\u306e\u6a4b\u6e21\u3057\u5f79\u3068\u3057\u3066\u3001AI\u6226\u7565\u3092\u63a8\u9032\u3059\u308b\u5f79\u5272\u3092\u62c5\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"has-text-align-right\"><strong><span style=\"font-size: 19px\" class=\"sme-font-size\"><a href=\"https:\/\/www.kotora.jp\/service\/tenshoku_entry.php?utm_campaign=kotora_contents_20251211_dx\">\uff1e\u30b3\u30c8\u30e9\u306b\u76f8\u8ac7\u3059\u308b\u3010\u7121\u6599\u3011<\/a><\/span><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4. \u307e\u3068\u3081\uff1a\u3042\u306a\u305f\u306e\u30ad\u30e3\u30ea\u30a2\u306b\u65b0\u3057\u3044\u9078\u629e\u80a2\u3092<\/strong><\/h2>\n\n\n\n<p>2025\u5e74\u3001\u91d1\u878d\u696d\u754c\u306eAI\u5b9f\u88c5\u306f\u300c\u5b9f\u9a13\u300d\u304b\u3089\u300c\u5b9f\u88c5\u3078\u306e\u79fb\u884c\u300d\u3078\u3068\u30b7\u30d5\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5909\u5316\u306f\u3001\u65e2\u5b58\u306e\u91d1\u878d\u30d1\u30fc\u30bd\u30f3\u306b\u3068\u3063\u3066\u8105\u5a01\u3067\u306f\u306a\u304f\u3001\u5927\u304d\u306a\u30c1\u30e3\u30f3\u30b9\u3067\u3059\u3002<strong>\u306a\u305c\u306a\u3089\u3001AI\u306f\u300c\u672a\u7d4c\u9a13\u8005\u300d\u3092\u30d7\u30ed\u306b\u3059\u308b\u9b54\u6cd5\u306e\u6756\u3067\u306f\u306a\u304f\u3001\u300c\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u300d\u306e\u80fd\u529b\u3092\u62e1\u5f35\u3059\u308b\u6700\u5f37\u306e\u6b66\u5668\u3060\u304b\u3089\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u672c\u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65e5\u672c\u9280\u884c\u8abf\u67fb\u306b\u3088\u308c\u3070\u3001\u91d1\u878d\u6a5f\u95a2\u306e\u7d04\u534a\u6570\u304c\u751f\u6210AI\u3092\u672c\u683c\u5229\u7528\u4e2d\u3060\u304c\u3001\u7d043\u5272\u306fPoC\u6bb5\u968e\u3067\u3042\u308a\u3001\u696d\u754c\u5168\u4f53\u306f\u300c\u79fb\u884c\u671f\u300d\u306b\u3042\u308b<\/li>\n\n\n\n<li>\u300cRAG\u300d\u3068\u300cHuman-in-the-loop\u300d\u304c\u666e\u53ca\u3057\u3064\u3064\u3042\u308a\u3001\u5b9f\u52d9\u3067\u306e\u4fe1\u983c\u6027\u304c\u5411\u4e0a<\/li>\n\n\n\n<li>\u300c\u91d1\u878d\u306e\u6df1\u3044\u77e5\u8b58\u300d\u3092\u6301\u3064\u4eba\u6750\u304cAI\u3092\u6b66\u5668\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u5e02\u5834\u4fa1\u5024\u306f\u98db\u8e8d\u7684\u306b\u9ad8\u307e\u308b<\/li>\n\n\n\n<li>\u30a8\u30f3\u30b8\u30cb\u30a2\u30b9\u30ad\u30eb\u3088\u308a\u3082\u3001\u696d\u52d9\u3092\u518d\u69cb\u7bc9\u3059\u308b\u300c\u8ab2\u984c\u8a2d\u5b9a\u529b\u300d\u304c\u8a55\u4fa1\u3055\u308c\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u3042\u306a\u305f\u306e\u30ad\u30e3\u30ea\u30a2\u3092\u6b21\u306e\u30b9\u30c6\u30fc\u30b8\u3078<\/strong><\/h3>\n\n\n\n<p>\u3054\u81ea\u8eab\u306e\u30ad\u30e3\u30ea\u30a2\u3068\u300c\u751f\u6210AI\u00d7\u91d1\u878d\u300d\u306e\u63a5\u70b9\u3092\u898b\u76f4\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/p>\n\n\n\n<p>\u73fe\u5728\u306e\u696d\u52d9\u306b\u304a\u3051\u308b\u3001\u5c5e\u4eba\u5316\u3057\u3066\u3044\u308b\u5224\u65ad\u696d\u52d9\u3084\u81a8\u5927\u306a\u6642\u9593\u3092\u8981\u3057\u3066\u3044\u308b\u5206\u6790\u696d\u52d9\u3068\u3044\u3063\u305f\u300c\u30da\u30a4\u30f3\u30dd\u30a4\u30f3\u30c8\u300d\u3053\u305d\u304c\u3001\u6b21\u4e16\u4ee3\u306e\u91d1\u878d\u696d\u754c\u3067\u6c42\u3081\u3089\u308c\u308b\u6539\u9769\u306e\u7a2e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30ad\u30e3\u30ea\u30a2\u691c\u8a0e\u306e\u30dd\u30a4\u30f3\u30c8\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u5206\u306e\u5c02\u9580\u9818\u57df\u3067\u3001AI\u304c\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3067\u304d\u308b\u304b\u3092\u8003\u3048\u308b<\/li>\n\n\n\n<li>\u793e\u5185\u306eAI\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u7a4d\u6975\u7684\u306b\u53c2\u52a0\u3057\u3001\u5b9f\u52d9\u7d4c\u9a13\u3092\u7a4d\u3080<\/li>\n\n\n\n<li>AI\u95a2\u9023\u306e\u57fa\u790e\u77e5\u8b58\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001RAG\u306e\u4ed5\u7d44\u307f\u306a\u3069\uff09\u3092\u7fd2\u5f97\u3059\u308b<\/li>\n\n\n\n<li>\u696d\u754c\u52d5\u5411\u3092\u7d99\u7d9a\u7684\u306b\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3057\u3001\u5148\u9032\u7684\u306a\u53d6\u308a\u7d44\u307f\u3092\u5b66\u3076<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-snow-monkey-blocks-box smb-box\" style=\"--smb-box--color:var(--_darkest-color-gray);--smb-box--background-color:#ffdfa7;--smb-box--background-opacity:1;--smb-box--border-width:1px\"><div class=\"smb-box__background\"><\/div><div class=\"smb-box__body is-layout-constrained wp-block-box-is-layout-constrained\"><!-- s \\public_html\\src\\common\\Include.php -->\r\n\r\n\t<!-- s \\public_html\\src\\common\\IncludeHTMLFrontend.php -->\n<!-- e \\public_html\\src\\common\\IncludeHTMLFrontend.php -->\n<!-- e \\public_html\\src\\common\\Include.php -->\r\n\n<!-- s \\public_html\\src\\dao\\CommonDao.php [grGetKeywordList(10)] -->\n<div class=\"block\">\n<div class=\"factor bottomspace\">\n<ul>\n\t<li class=\"dot\"><em><a href=\"https:\/\/www.kotora.jp\/job\/detail.php?jid=1393344&utm_campaign=kotora_contents_modernize_financial_legacysystems\">\n\t\t\u682a\u5f0f\u4f1a\u793e\u4e09\u83f1UFJ\u9280\u884c\/\u30b0\u30ed\u30fc\u30d0\u30eb\u30d0\u30f3\u30af\u3067\u306e\u751f\u6210AI\u00d7DX\u4f01\u753b\/\u5e74\u53ce\uff1a\uff5e1200\u4e07\u5186\/\u6771\u4eac\u90fd<\/a><\/em><\/li>\n\t<li class=\"dot\"><em><a href=\"https:\/\/www.kotora.jp\/job\/detail.php?jid=1503783&utm_campaign=kotora_contents_modernize_financial_legacysystems\">\n\t\tAI\u3092\u6d3b\u7528\u3057\u305fDX\u65bd\u7b56\u306e\u4f01\u753b\u30fb\u63a8\u9032\/\u30b0\u30ed\u30fc\u30d0\u30eb\u30d0\u30f3\u30af\/\u5e74\u53ce\uff1a800\u4e07\u5186\uff5e1600\u4e07\u5186\/\u6771\u4eac\u90fd<\/a><\/em><\/li>\n\t<li class=\"dot\"><em><a href=\"https:\/\/www.kotora.jp\/job\/detail.php?jid=1473749&utm_campaign=kotora_contents_modernize_financial_legacysystems\">\n\t\tAI\u3092\u6d3b\u7528\u3057\u305f\u30d3\u30b8\u30cd\u30b9\/\u30d7\u30ed\u30bb\u30b9\u5909\u9769\u3092\u4f01\u753b\u30fb\u63a8\u9032\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u30a2\u30ca\u30ea\u30b9\u30c8\/\u5927\u624b\u9280\u884c\/\u5e74\u53ce\uff1a\uff5e1400\u4e07\u5186\/\u6771\u4eac\u90fd<\/a><\/em><\/li>\n\t<li class=\"dot\"><em><a href=\"https:\/\/www.kotora.jp\/job\/detail.php?jid=1468220&utm_campaign=kotora_contents_modernize_financial_legacysystems\">\n\t\t\u5927\u624b\u9280\u884c\u3067\u306e\u751f\u6210AI\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u306e\u6226\u7565\u691c\u8a0e\u3001\u4f01\u753b\u7acb\u6848\u3001\u5185\u88fd\u958b\u767a\u30c1\u30fc\u30e0\u69cb\u7bc9\u30fb\u5185\u88fd\u958b\u767a\u306e\u63a8\u9032\/\u5e74\u53ce\uff1a\uff5e1400\u4e07\u5186\/\u6771\u4eac\u90fd<\/a><\/em><\/li>\n\t<li class=\"dot\"><em><a href=\"https:\/\/www.kotora.jp\/job\/detail.php?jid=1437674&utm_campaign=kotora_contents_modernize_financial_legacysystems\">\n\t\t\u91d1\u878d\u95a2\u9023\u30b0\u30eb\u30fc\u30d7\u4f01\u696d\u3067\u306eAI\u30b5\u30fc\u30d3\u30b9\u4f01\u753b\u30fb\u6226\u7565\u63a8\u9032\u62c5\u5f53\/\u5e74\u53ce\uff1a\uff5e1000\u4e07\u5186\/\u6771\u4eac\u90fd<\/a><\/em><\/li>\n\t<li class=\"dot\"><em><a href=\"https:\/\/www.kotora.jp\/job\/detail.php?jid=1436824&utm_campaign=kotora_contents_modernize_financial_legacysystems\">\n\t\t\u5927\u624b\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u4f1a\u793e\u3067\u306e\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8(\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc)\u3010AIL\u30bb\u30af\u30bf\u30fc\u3011\/\u5e74\u53ce\uff1a\uff5e2000\u4e07\u5186\/\u6771\u4eac\u90fd<\/a><\/em><\/li>\n<\/ul>\n<\/div>\n\n\n\n<!--\/ class block--><\/div>\n\n\n\n\n<p class=\"has-text-align-right\"><strong><span style=\"font-size: 19px\" class=\"sme-font-size\"><a href=\"https:\/\/www.kotora.jp\/job\/search.php?utm_campaign=kotora_contents_20251212_dx\" target=\"_blank\" rel=\"noreferrer noopener\">\uff1e\u91d1\u878d\u00d7AI\u306b\u95a2\u3059\u308b<\/a><a href=\"https:\/\/www.kotora.jp\/job\/search.php?utm_campaign=kotora_contents_20251211_dx\" target=\"_blank\" rel=\"noreferrer noopener\">\u6c42\u4eba\u3092\u3082\u3063\u3068<\/a><a href=\"https:\/\/www.kotora.jp\/job\/search.php?utm_campaign=kotora_contents_20251212_dx\" target=\"_blank\" rel=\"noreferrer noopener\">\u898b\u308b<\/a><\/span><\/strong><\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u73fe\u5728\u3001\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308b\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff08DX\uff09\u306f\u91cd\u8981\u306a\u8ee2\u63db\u70b9\u3092\u8fce\u3048\u3066\u3044\u307e\u3059\u30022023\u5e74\u304b\u30892024\u5e74\u306b\u304b\u3051\u3066\u591a\u304f\u306e\u91d1\u878d\u6a5f\u95a2\u304c\u300c\u751f\u6210AI\u306e\u53ef\u80fd\u6027\u3092\u63a2\u308b\u300d\u6982\u5ff5\u5b9f\u8a3c\uff08PoC\uff09\u3092\u5b9f\u65bd\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u73fe\u5728\u306f\u300cPoC [&hellip;]<\/p>\n","protected":false},"author":59,"featured_media":128031,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","wp-seo-meta-description":"","wp-seo-meta-robots":[]},"categories":[41],"tags":[10,1731,52,175,1160,1620,904,371,193],"class_list":{"0":"post-127990","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-finance","8":"tag-ai","10":"tag-dx","11":"tag-megabank","12":"tag-1160","14":"tag-904","15":"tag-371","16":"tag-bank","17":"c-entry"},"acf":{"moreSummary":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.1.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011 - KOTORA JOURNAL<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011 - KOTORA JOURNAL\" \/>\n<meta property=\"og:description\" content=\"\u73fe\u5728\u3001\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308b\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff08DX\uff09\u306f\u91cd\u8981\u306a\u8ee2\u63db\u70b9\u3092\u8fce\u3048\u3066\u3044\u307e\u3059\u30022023\u5e74\u304b\u30892024\u5e74\u306b\u304b\u3051\u3066\u591a\u304f\u306e\u91d1\u878d\u6a5f\u95a2\u304c\u300c\u751f\u6210AI\u306e\u53ef\u80fd\u6027\u3092\u63a2\u308b\u300d\u6982\u5ff5\u5b9f\u8a3c\uff08PoC\uff09\u3092\u5b9f\u65bd\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u73fe\u5728\u306f\u300cPoC [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/\" \/>\n<meta property=\"og:site_name\" content=\"KOTORA JOURNAL\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kotorakotora\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-11T02:47:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-12T02:00:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/\"},\"author\":{\"name\":\"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09\",\"@id\":\"https:\/\/www.kotora.jp/c\/#\/schema\/person\/29f743cd7e5d2a53c8dcb2bb252da071\"},\"headline\":\"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011\",\"datePublished\":\"2025-12-11T02:47:45+00:00\",\"dateModified\":\"2025-12-12T02:00:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/\"},\"wordCount\":101,\"publisher\":{\"@id\":\"https:\/\/www.kotora.jp/c\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png\",\"keywords\":[\"AI\",\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\",\"DX\",\"\u30e1\u30ac\u30d0\u30f3\u30af\",\"\u5897\u7530\u6dbc\u9999\",\"\u751f\u6210AI\",\"\u8a3c\u5238\u4f1a\u793e\",\"\u91d1\u878d\u6a5f\u95a2\",\"\u9280\u884c\"],\"articleSection\":[\"\u91d1\u878d\u696d\u754c\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/\",\"url\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/\",\"name\":\"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011 - KOTORA JOURNAL\",\"isPartOf\":{\"@id\":\"https:\/\/www.kotora.jp/c\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png\",\"datePublished\":\"2025-12-11T02:47:45+00:00\",\"dateModified\":\"2025-12-12T02:00:36+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#primaryimage\",\"url\":\"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png\",\"contentUrl\":\"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png\",\"width\":800,\"height\":600},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\/\/www.kotora.jp/c\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.kotora.jp/c\/#website\",\"url\":\"https:\/\/www.kotora.jp/c\/\",\"name\":\"\u30b3\u30c8\u30e9\u696d\u754c\u60c5\u5831\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.kotora.jp/c\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.kotora.jp/c\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.kotora.jp/c\/#organization\",\"name\":\"\u682a\u5f0f\u4f1a\u793e\u30b3\u30c8\u30e9\",\"url\":\"https:\/\/www.kotora.jp/c\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.kotora.jp/c\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.kotora.jp/c\/images\/2020\/05\/melmagalogo.png\",\"contentUrl\":\"https:\/\/www.kotora.jp/c\/images\/2020\/05\/melmagalogo.png\",\"width\":166,\"height\":97,\"caption\":\"\u682a\u5f0f\u4f1a\u793e\u30b3\u30c8\u30e9\"},\"image\":{\"@id\":\"https:\/\/www.kotora.jp/c\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/kotorakotora\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.kotora.jp/c\/#\/schema\/person\/29f743cd7e5d2a53c8dcb2bb252da071\",\"name\":\"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.kotora.jp/c\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/www.kotora.jp/c\/images\/2024\/03\/kotora_250\uff08\u30ed\u30b4\u306a\u3057\uff09-1-150x150.png\",\"contentUrl\":\"https:\/\/www.kotora.jp/c\/images\/2024\/03\/kotora_250\uff08\u30ed\u30b4\u306a\u3057\uff09-1-150x150.png\",\"caption\":\"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09\"},\"description\":\"\u91d1\u878d\u3001\u30b3\u30f3\u30b5\u30eb\u306e\u30cf\u30a4\u30af\u30e9\u30b9\u5c64\u3001\u7d4c\u55b6\u5e79\u90e8\u30fb\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u8ee2\u8077\u652f\u63f4\u306e\u30b3\u30c8\u30e9\u3002\u7c21\u5358\u7121\u6599\u767b\u9332\u3067\u3001\u5404\u696d\u754c\u3092\u719f\u77e5\u3057\u305f\u30ad\u30e3\u30ea\u30a2\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u975e\u516c\u958b\u6c42\u4eba\u306a\u3069\u591a\u6570\u306e\u30cf\u30a4\u30af\u30e9\u30b9\u6c42\u4eba\u304b\u3089\u3042\u306a\u305f\u306e\u6700\u65b0\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\",\"url\":\"https:\/\/www.kotora.jp/c\/user-profile\/ownedmedia\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011 - KOTORA JOURNAL","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/","og_locale":"ja_JP","og_type":"article","og_title":"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011 - KOTORA JOURNAL","og_description":"\u73fe\u5728\u3001\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308b\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff08DX\uff09\u306f\u91cd\u8981\u306a\u8ee2\u63db\u70b9\u3092\u8fce\u3048\u3066\u3044\u307e\u3059\u30022023\u5e74\u304b\u30892024\u5e74\u306b\u304b\u3051\u3066\u591a\u304f\u306e\u91d1\u878d\u6a5f\u95a2\u304c\u300c\u751f\u6210AI\u306e\u53ef\u80fd\u6027\u3092\u63a2\u308b\u300d\u6982\u5ff5\u5b9f\u8a3c\uff08PoC\uff09\u3092\u5b9f\u65bd\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u73fe\u5728\u306f\u300cPoC [&hellip;]","og_url":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/","og_site_name":"KOTORA JOURNAL","article_publisher":"https:\/\/www.facebook.com\/kotorakotora\/","article_published_time":"2025-12-11T02:47:45+00:00","article_modified_time":"2025-12-12T02:00:36+00:00","og_image":[{"width":800,"height":600,"url":"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png","type":"image\/png"}],"author":"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#article","isPartOf":{"@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/"},"author":{"name":"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09","@id":"https:\/\/www.kotora.jp/c\/#\/schema\/person\/29f743cd7e5d2a53c8dcb2bb252da071"},"headline":"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011","datePublished":"2025-12-11T02:47:45+00:00","dateModified":"2025-12-12T02:00:36+00:00","mainEntityOfPage":{"@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/"},"wordCount":101,"publisher":{"@id":"https:\/\/www.kotora.jp/c\/#organization"},"image":{"@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#primaryimage"},"thumbnailUrl":"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png","keywords":["AI","AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8","DX","\u30e1\u30ac\u30d0\u30f3\u30af","\u5897\u7530\u6dbc\u9999","\u751f\u6210AI","\u8a3c\u5238\u4f1a\u793e","\u91d1\u878d\u6a5f\u95a2","\u9280\u884c"],"articleSection":["\u91d1\u878d\u696d\u754c"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/","url":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/","name":"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011 - KOTORA JOURNAL","isPartOf":{"@id":"https:\/\/www.kotora.jp/c\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#primaryimage"},"image":{"@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#primaryimage"},"thumbnailUrl":"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png","datePublished":"2025-12-11T02:47:45+00:00","dateModified":"2025-12-12T02:00:36+00:00","breadcrumb":{"@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#primaryimage","url":"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png","contentUrl":"https:\/\/www.kotora.jp/c\/images\/2025\/12\/\u8a18\u4e8b\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-25.png","width":800,"height":600},{"@type":"BreadcrumbList","@id":"https:\/\/www.kotora.jp/c\/kotora_contents_20251211_dx\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/www.kotora.jp/c\/"},{"@type":"ListItem","position":2,"name":"\uff1c\u51685\u56de\u30b7\u30ea\u30fc\u30ba\uff0f\u7b2c1\u56de\uff1e\u91d1\u878dDX\u306f\u751f\u6210AI\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\uff1a\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u9a30\u3059\u308b\u4eba\u6750\u306e\u6761\u4ef6\u3010\u91d1\u878d\u00d7\u751f\u6210AI\u3011"}]},{"@type":"WebSite","@id":"https:\/\/www.kotora.jp/c\/#website","url":"https:\/\/www.kotora.jp/c\/","name":"\u30b3\u30c8\u30e9\u696d\u754c\u60c5\u5831","description":"","publisher":{"@id":"https:\/\/www.kotora.jp/c\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.kotora.jp/c\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/www.kotora.jp/c\/#organization","name":"\u682a\u5f0f\u4f1a\u793e\u30b3\u30c8\u30e9","url":"https:\/\/www.kotora.jp/c\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.kotora.jp/c\/#\/schema\/logo\/image\/","url":"https:\/\/www.kotora.jp/c\/images\/2020\/05\/melmagalogo.png","contentUrl":"https:\/\/www.kotora.jp/c\/images\/2020\/05\/melmagalogo.png","width":166,"height":97,"caption":"\u682a\u5f0f\u4f1a\u793e\u30b3\u30c8\u30e9"},"image":{"@id":"https:\/\/www.kotora.jp/c\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/kotorakotora\/"]},{"@type":"Person","@id":"https:\/\/www.kotora.jp/c\/#\/schema\/person\/29f743cd7e5d2a53c8dcb2bb252da071","name":"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.kotora.jp/c\/#\/schema\/person\/image\/","url":"https:\/\/www.kotora.jp/c\/images\/2024\/03\/kotora_250\uff08\u30ed\u30b4\u306a\u3057\uff09-1-150x150.png","contentUrl":"https:\/\/www.kotora.jp/c\/images\/2024\/03\/kotora_250\uff08\u30ed\u30b4\u306a\u3057\uff09-1-150x150.png","caption":"\u30b3\u30c8\u30e9\uff08\u5e83\u5831\u30c1\u30fc\u30e0\uff09"},"description":"\u91d1\u878d\u3001\u30b3\u30f3\u30b5\u30eb\u306e\u30cf\u30a4\u30af\u30e9\u30b9\u5c64\u3001\u7d4c\u55b6\u5e79\u90e8\u30fb\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u8ee2\u8077\u652f\u63f4\u306e\u30b3\u30c8\u30e9\u3002\u7c21\u5358\u7121\u6599\u767b\u9332\u3067\u3001\u5404\u696d\u754c\u3092\u719f\u77e5\u3057\u305f\u30ad\u30e3\u30ea\u30a2\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u975e\u516c\u958b\u6c42\u4eba\u306a\u3069\u591a\u6570\u306e\u30cf\u30a4\u30af\u30e9\u30b9\u6c42\u4eba\u304b\u3089\u3042\u306a\u305f\u306e\u6700\u65b0\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002","url":"https:\/\/www.kotora.jp/c\/user-profile\/ownedmedia\/"}]}},"_links":{"self":[{"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/posts\/127990","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/users\/59"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/comments?post=127990"}],"version-history":[{"count":2,"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/posts\/127990\/revisions"}],"predecessor-version":[{"id":128133,"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/posts\/127990\/revisions\/128133"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/media\/128031"}],"wp:attachment":[{"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/media?parent=127990"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/categories?post=127990"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kotora.jp/c\/wp-json\/wp\/v2\/tags?post=127990"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}